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public final class ClassificationPredictionResult extends GeneratedMessageV3 implements ClassificationPredictionResultOrBuilder
Prediction output format for Image and Text Classification.
Protobuf type
google.cloud.aiplatform.v1.schema.predict.prediction.ClassificationPredictionResult
Inheritance
Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessageV3 > ClassificationPredictionResultImplements
ClassificationPredictionResultOrBuilderStatic Fields
CONFIDENCES_FIELD_NUMBER
public static final int CONFIDENCES_FIELD_NUMBER
Field Value | |
---|---|
Type | Description |
int |
DISPLAY_NAMES_FIELD_NUMBER
public static final int DISPLAY_NAMES_FIELD_NUMBER
Field Value | |
---|---|
Type | Description |
int |
IDS_FIELD_NUMBER
public static final int IDS_FIELD_NUMBER
Field Value | |
---|---|
Type | Description |
int |
Static Methods
getDefaultInstance()
public static ClassificationPredictionResult getDefaultInstance()
Returns | |
---|---|
Type | Description |
ClassificationPredictionResult |
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()
Returns | |
---|---|
Type | Description |
Descriptor |
newBuilder()
public static ClassificationPredictionResult.Builder newBuilder()
Returns | |
---|---|
Type | Description |
ClassificationPredictionResult.Builder |
newBuilder(ClassificationPredictionResult prototype)
public static ClassificationPredictionResult.Builder newBuilder(ClassificationPredictionResult prototype)
Parameter | |
---|---|
Name | Description |
prototype | ClassificationPredictionResult |
Returns | |
---|---|
Type | Description |
ClassificationPredictionResult.Builder |
parseDelimitedFrom(InputStream input)
public static ClassificationPredictionResult parseDelimitedFrom(InputStream input)
Parameter | |
---|---|
Name | Description |
input | InputStream |
Returns | |
---|---|
Type | Description |
ClassificationPredictionResult |
Exceptions | |
---|---|
Type | Description |
IOException |
parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static ClassificationPredictionResult parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
input | InputStream |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ClassificationPredictionResult |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(byte[] data)
public static ClassificationPredictionResult parseFrom(byte[] data)
Parameter | |
---|---|
Name | Description |
data | byte[] |
Returns | |
---|---|
Type | Description |
ClassificationPredictionResult |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
public static ClassificationPredictionResult parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
data | byte[] |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ClassificationPredictionResult |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(ByteString data)
public static ClassificationPredictionResult parseFrom(ByteString data)
Parameter | |
---|---|
Name | Description |
data | ByteString |
Returns | |
---|---|
Type | Description |
ClassificationPredictionResult |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
public static ClassificationPredictionResult parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
data | ByteString |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ClassificationPredictionResult |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(CodedInputStream input)
public static ClassificationPredictionResult parseFrom(CodedInputStream input)
Parameter | |
---|---|
Name | Description |
input | CodedInputStream |
Returns | |
---|---|
Type | Description |
ClassificationPredictionResult |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public static ClassificationPredictionResult parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
input | CodedInputStream |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ClassificationPredictionResult |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(InputStream input)
public static ClassificationPredictionResult parseFrom(InputStream input)
Parameter | |
---|---|
Name | Description |
input | InputStream |
Returns | |
---|---|
Type | Description |
ClassificationPredictionResult |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static ClassificationPredictionResult parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
input | InputStream |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ClassificationPredictionResult |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(ByteBuffer data)
public static ClassificationPredictionResult parseFrom(ByteBuffer data)
Parameter | |
---|---|
Name | Description |
data | ByteBuffer |
Returns | |
---|---|
Type | Description |
ClassificationPredictionResult |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
public static ClassificationPredictionResult parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
data | ByteBuffer |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ClassificationPredictionResult |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parser()
public static Parser<ClassificationPredictionResult> parser()
Returns | |
---|---|
Type | Description |
Parser<ClassificationPredictionResult> |
Methods
equals(Object obj)
public boolean equals(Object obj)
Parameter | |
---|---|
Name | Description |
obj | Object |
Returns | |
---|---|
Type | Description |
boolean |
getConfidences(int index)
public float getConfidences(int index)
The Model's confidences in correctness of the predicted IDs, higher value means higher confidence. Order matches the Ids.
repeated float confidences = 3;
Parameter | |
---|---|
Name | Description |
index | int The index of the element to return. |
Returns | |
---|---|
Type | Description |
float | The confidences at the given index. |
getConfidencesCount()
public int getConfidencesCount()
The Model's confidences in correctness of the predicted IDs, higher value means higher confidence. Order matches the Ids.
repeated float confidences = 3;
Returns | |
---|---|
Type | Description |
int | The count of confidences. |
getConfidencesList()
public List<Float> getConfidencesList()
The Model's confidences in correctness of the predicted IDs, higher value means higher confidence. Order matches the Ids.
repeated float confidences = 3;
Returns | |
---|---|
Type | Description |
List<Float> | A list containing the confidences. |
getDefaultInstanceForType()
public ClassificationPredictionResult getDefaultInstanceForType()
Returns | |
---|---|
Type | Description |
ClassificationPredictionResult |
getDisplayNames(int index)
public String getDisplayNames(int index)
The display names of the AnnotationSpecs that had been identified, order matches the IDs.
repeated string display_names = 2;
Parameter | |
---|---|
Name | Description |
index | int The index of the element to return. |
Returns | |
---|---|
Type | Description |
String | The displayNames at the given index. |
getDisplayNamesBytes(int index)
public ByteString getDisplayNamesBytes(int index)
The display names of the AnnotationSpecs that had been identified, order matches the IDs.
repeated string display_names = 2;
Parameter | |
---|---|
Name | Description |
index | int The index of the value to return. |
Returns | |
---|---|
Type | Description |
ByteString | The bytes of the displayNames at the given index. |
getDisplayNamesCount()
public int getDisplayNamesCount()
The display names of the AnnotationSpecs that had been identified, order matches the IDs.
repeated string display_names = 2;
Returns | |
---|---|
Type | Description |
int | The count of displayNames. |
getDisplayNamesList()
public ProtocolStringList getDisplayNamesList()
The display names of the AnnotationSpecs that had been identified, order matches the IDs.
repeated string display_names = 2;
Returns | |
---|---|
Type | Description |
ProtocolStringList | A list containing the displayNames. |
getIds(int index)
public long getIds(int index)
The resource IDs of the AnnotationSpecs that had been identified.
repeated int64 ids = 1;
Parameter | |
---|---|
Name | Description |
index | int The index of the element to return. |
Returns | |
---|---|
Type | Description |
long | The ids at the given index. |
getIdsCount()
public int getIdsCount()
The resource IDs of the AnnotationSpecs that had been identified.
repeated int64 ids = 1;
Returns | |
---|---|
Type | Description |
int | The count of ids. |
getIdsList()
public List<Long> getIdsList()
The resource IDs of the AnnotationSpecs that had been identified.
repeated int64 ids = 1;
Returns | |
---|---|
Type | Description |
List<Long> | A list containing the ids. |
getParserForType()
public Parser<ClassificationPredictionResult> getParserForType()
Returns | |
---|---|
Type | Description |
Parser<ClassificationPredictionResult> |
getSerializedSize()
public int getSerializedSize()
Returns | |
---|---|
Type | Description |
int |
getUnknownFields()
public final UnknownFieldSet getUnknownFields()
Returns | |
---|---|
Type | Description |
UnknownFieldSet |
hashCode()
public int hashCode()
Returns | |
---|---|
Type | Description |
int |
internalGetFieldAccessorTable()
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Returns | |
---|---|
Type | Description |
FieldAccessorTable |
isInitialized()
public final boolean isInitialized()
Returns | |
---|---|
Type | Description |
boolean |
newBuilderForType()
public ClassificationPredictionResult.Builder newBuilderForType()
Returns | |
---|---|
Type | Description |
ClassificationPredictionResult.Builder |
newBuilderForType(GeneratedMessageV3.BuilderParent parent)
protected ClassificationPredictionResult.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
Parameter | |
---|---|
Name | Description |
parent | BuilderParent |
Returns | |
---|---|
Type | Description |
ClassificationPredictionResult.Builder |
newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Parameter | |
---|---|
Name | Description |
unused | UnusedPrivateParameter |
Returns | |
---|---|
Type | Description |
Object |
toBuilder()
public ClassificationPredictionResult.Builder toBuilder()
Returns | |
---|---|
Type | Description |
ClassificationPredictionResult.Builder |
writeTo(CodedOutputStream output)
public void writeTo(CodedOutputStream output)
Parameter | |
---|---|
Name | Description |
output | CodedOutputStream |
Exceptions | |
---|---|
Type | Description |
IOException |